Songklanakarin Journal of Science and Technology (SJST) (Aug 2020)

A simple closed-form formula for the conditional moments of the Ornstein-Uhlenbeck process

  • Kittisak Chumpong,
  • Khamron Mekchay,
  • Sanae Rujivan

DOI
https://doi.org/10.14456/sjst-psu.2020.107
Journal volume & issue
Vol. 42, no. 4
pp. 836 – 843

Abstract

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This paper derives a simple closed-form formula for the n th conditional moment of the Ornstein-Uhlenbeck (O-U) process, for any positive integer n. The system of recursive ordinary differential equations (ODEs) associated with the n th conditional moment of the O-U process is solved analytically. We also provide practitioners a pseudocode for an algorithm to compute the conditional moments and discuss the efficiency of our formula compared to solving the system of recursive ODEs using the direct method.

Keywords